Predict the nextWord!
author: Ryan Morton date: 06/20/2017 autosize: true
Introduction
- Describe the Algorithm
- Demostrate the App
- Report Performance
The Algorithm
- N-gram model using up to 5 word keys to predict the next word
- Model holds 1,360,650 rows in its dictionary
- Model utilizes data.table package to increase speed of searching the dictionary
- Stupid backoff attempts highest n-gram first and backoffs to the next lowest down to 2-grams
Application Demo
- Simple interface makes for ease of use